#Agent Constitution
267 related articles
·2 min
AI Automated Review Becomes the Default: How a Sub-Agent Classifier Achieves 97% Accuracy
AI agent auto-review is now default for all users. A classifier subagent achieves 97% accuracy with three-tier safety decisions. Deep dive into how it works and its impact on AI safety.
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·3 min
Codex vs. Cloud Code Practical Guide: Mastering AI Coding Agents from Beginner to Expert
In-depth analysis of OpenAI Codex and Anthropic Cloud Code—two top-tier AI coding agents. Learn their differences, use cases, and practical tips to boost development efficiency.
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Codex vs Claude Code In-Depth Comparison: How to Choose Your AI Coding Tool
In-depth comparison of Codex and Claude Code AI agent programming tools covering model foundations, Chinese understanding, costs, MCP ecosystem, setup tutorials, and practical selection advice.
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What Is Claude Code? A Guide to Choosing Between Terminal Agents and Device Agents
Explore Claude Code's core strengths and two major AI Agent categories. Compare Terminal Agents vs Device Agents, learn why Claude Code leads enterprise AI coding, and how to pair it with DeepSeek.
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Andrew Ng and Anthropic Launch the Definitive Claude Code Tutorial: A Complete Breakdown
Andrew Ng and Anthropic launch the definitive Claude Code course covering core principles, multi-instance parallel development, MCP server integration, and three hands-on projects for AI-assisted programming.
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·3 min
OpenAI Researcher: Spec Documents Are the Real Code
OpenAI researcher Sean Grove argues code is only 10-20% of value—spec documents are the real source code. From Vibe Coding insights to model alignment, why writing specs will be the scarcest skill in the AI era.
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AI Coding Tools Showdown: Cloud Code, Cursor, Codex & OpenCode (International Big Four) VS China's Top Three
Comprehensive comparison of 7 mainstream AI coding tools in 2026: Cloud Code, Cursor, Codex, OpenCode vs Trae, Tongyi Lingma, Wenxin Quick Code across features, strengths, and use cases.
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·3 min
Vibe Coding in Practice: A Junior Student Uses Cursor to Build a Multi-Agent System with 51 AI Officials Based on the Three Departments and Six Ministries Framework
A junior student uses Cursor and Vibe Coding to build a multi-agent system with 51 AI officials modeled on China's Three Departments and Six Ministries, featuring task distribution, approval workflows, and Token cost visualization.
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Claude Mythos 5 Allegedly Spotted, Inside OpenAI's Equity Negotiations with the U.S. Government
Claude Mythos 5 briefly spotted in Anthropic's API sparking launch speculation; OpenAI negotiates equity transfer and public wealth fund with U.S. government for over a year; Hermes Agent V0.16.0 ships native desktop app with Chinese language support.
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·4 min
Claude Code Practical Guide: Deep Dive into 7 Core Modules with Learning Path
Deep dive into Claude Code's 7 core modules: project integration, agent construction, multi-agent collaboration, plugin systems, and workflow automation, with learning tips and certification trends.
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Connecting Claude Code to DeepSeek: A …
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Connecting Claude Code to DeepSeek: A Guide to Setting Up an AI-Driven Testing Environment
Learn how to connect Claude Code to DeepSeek LLM for AI-driven testing. Covers Terminal vs Device Agents, Node.js setup, Claude Code installation, and DeepSeek integration.
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The Complete Guide to Claude Code: Cho…
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The Complete Guide to Claude Code: Choosing and Getting Started with a Terminal AI Programming Tool
A deep dive into Claude Code's core advantages as a terminal AI programming tool, how it differs from Device Agents, and practical setup steps to get started with enterprise-grade AI coding.
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·2 min
OpenCode Open-Source AI Coding Assistant Review: Can It Replace Claude Code?
In-depth review of OpenCode, a free open-source AI coding assistant. Covers installation, features, and cost comparison with Claude Code to help developers decide if this zero-config alternative is worth switching to.
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·3 min
Connecting Claude Code to Chinese LLMs: A Practical Guide to CC Switch Configuration and Model Switching
Learn how to use CC Switch to connect Claude Code with Chinese LLMs like DeepSeek, Xiaomi Mimo, and MiniMax. Covers API Key setup, Base URL config, model mapping, and error troubleshooting.
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Getting Started with Claude Code: Setu…
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Getting Started with Claude Code: Setup, Configuration & AI-Driven Testing in Practice
A practical guide to Claude Code: core concepts, setup tips, and how to pair it with DeepSeek for AI-driven software testing workflows.
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Claude Code Tutorial: Complete Guide from Installation to Real-World Projects
A complete guide to Claude Code covering installation, configuration, alternative model setup, code generation, bug fixing, and non-programming productivity use cases for beginners.
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Codex vs Claude Code In-Depth Comparison: How Frontend and Backend Developers Should Choose
In-depth comparison of Codex vs Claude Code across pricing, stability, and capability focus—analyzing differences in frontend UI and backend logic development with workflow recommendations.
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·4 min
AI Coding Skill Mechanism Explained: Making AI Work Efficiently with Professional SOP Workflows
Deep dive into the Skill mechanism in AI coding: definition, purpose, and usage. Learn how Skills differ from Agent Constitutions and enable AI to follow professional workflows for tasks like debugging, code review, and requirements analysis.
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·4 min
AI Super Week: Hundred-Billion-Dollar Capital, the Agent Revolution, Safety Crises, and China's New Landscape
Deep analysis of AI Super Week's four themes: Alphabet's $80B raise and Anthropic's IPO ignite capital markets, OpenAI Codex drives the Agent work revolution, Florida's first AI lawsuit sounds safety alarms, and China's WeChat Agent charts a differentiated path.
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·3 min
AI Is Now Building AI: Is Anthropic's Warning Genuine Concern or Business Strategy?
Anthropic warns AI can now self-optimize and build next-gen AI, with 80% code contribution and 52x human optimization. Released amid $65B funding and IPO filing — genuine concern or strategic move?
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